Learning a Hierarchical Latent-Variable Model of 3D Shapes

Shikun Liu, C. Lee Giles, Alexander G. Ororbia

We propose the Variational Shape Learner (VSL), a generative model that learns the underlying structure of voxelized 3D shapes in an unsupervised fashion. Through the use of skip-c…